A Matheuristic for Multi-Depot Multi-Trip Vehicle Routing Problems

被引:0
作者
Calamoneri, Tiziana [1 ]
Coro, Federico [2 ]
Mancini, Simona [3 ,4 ]
机构
[1] Sapienza Univ Rome, Rome, Italy
[2] Missouri Univ Sci & Technol, Rolla, MO 65409 USA
[3] Univ Palermo, Palermo, Italy
[4] Univ Klagenfurt, Klagenfurt Am Worthersee, Austria
来源
METAHEURISTICS, MIC 2022 | 2023年 / 13838卷
关键词
Matheuristic; Multi-trip; Multi-depot; Vehicle routing problems; Total completion time minimization;
D O I
10.1007/978-3-031-26504-4_34
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Starting from a real-life application, in this short paper, we propose the original Multi-Depot Multi-Trip Vehicle Routing Problem with Total Completion Times minimization (MDMT-VRP-TCT). For it, we propose a mathematical formulation as a MILP, design a matheuristic framework to quickly solve it, and experimentally test its performance. It is worth noting that this problem is original as in the literature its characteristics (i.e., multi-depot, multi-trip and total completion time) can be found separately, but never all together. Moreover, regardless of the application, our solution works in any case in which a multi-depot multi-trip vehicle routing problem must be solved.
引用
收藏
页码:464 / 469
页数:6
相关论文
共 5 条
[1]   The multiple traveling salesman problem: an overview of formulations and solution procedures [J].
Bektas, T .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2006, 34 (03) :209-219
[2]   Vehicle routing problems with multiple trips [J].
Cattaruzza, Diego ;
Absi, Nabil ;
Feillet, Dominique .
4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2016, 14 (03) :223-259
[3]   A new formulation for the Traveling Deliveryman Problem [J].
Mendez-Diaz, Isabel ;
Zabala, Paula ;
Lucena, Abilio .
DISCRETE APPLIED MATHEMATICS, 2008, 156 (17) :3223-3237
[4]   Approximation Algorithms for Distance Constrained Vehicle Routing Problems [J].
Nagarajan, Viswanath ;
Ravi, R. .
NETWORKS, 2012, 59 (02) :209-214
[5]   An Exact Solution Framework for Multitrip Vehicle-Routing Problems with Time Windows [J].
Paradiso, Rosario ;
Roberti, Roberto ;
Lagana, Demetrio ;
Dullaert, Wout .
OPERATIONS RESEARCH, 2020, 68 (01) :180-198